/tmp/ipykernel_6487/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
RDF/XML Syntax 34 Turtle 30 unknown 17 OWL/XML Syntax 2 Turtle Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 67 | 2595.333333 | 10871.761870 | 0.0 | 40.0 | 246.5 | 1629.50 | 96738.0 |
| Declaration | 67 | 594.428571 | 1392.102469 | 0.0 | 19.0 | 121.0 | 542.00 | 11135.0 |
| SubClassOf | 63 | 667.511905 | 2660.157421 | 0.0 | 1.5 | 47.5 | 442.75 | 23882.0 |
| ObjectPropertyRange | 56 | 29.595238 | 63.355018 | 0.0 | 0.0 | 13.5 | 30.00 | 520.0 |
| ObjectPropertyDomain | 55 | 28.202381 | 62.710423 | 0.0 | 0.0 | 9.5 | 28.75 | 517.0 |
| DataPropertyRange | 51 | 10.166667 | 23.022165 | 0.0 | 0.0 | 2.5 | 10.00 | 170.0 |
| InverseObjectProperties | 46 | 10.095238 | 21.756383 | 0.0 | 0.0 | 1.0 | 8.00 | 126.0 |
| SubObjectPropertyOf | 45 | 34.476190 | 90.488164 | 0.0 | 0.0 | 1.5 | 28.50 | 709.0 |
| DataPropertyDomain | 42 | 12.488095 | 35.559044 | 0.0 | 0.0 | 0.5 | 6.00 | 235.0 |
| DisjointClasses | 41 | 164.535714 | 1338.893334 | 0.0 | 0.0 | 0.0 | 10.50 | 12277.0 |
| ClassAssertion | 39 | 125.285714 | 460.751836 | 0.0 | 0.0 | 0.0 | 20.00 | 3053.0 |
| EquivalentClasses | 32 | 99.904762 | 671.680210 | 0.0 | 0.0 | 0.0 | 13.25 | 6147.0 |
| SubAnnotationPropertyOf | 31 | 5.261905 | 13.996660 | 0.0 | 0.0 | 0.0 | 4.00 | 85.0 |
| SubDataPropertyOf | 31 | 7.261905 | 27.874555 | 0.0 | 0.0 | 0.0 | 5.00 | 242.0 |
| TransitiveObjectProperty | 26 | 2.928571 | 7.116561 | 0.0 | 0.0 | 0.0 | 1.25 | 38.0 |
| FunctionalObjectProperty | 24 | 1.642857 | 3.595991 | 0.0 | 0.0 | 0.0 | 1.00 | 18.0 |
| AnnotationPropertyRangeOf | 20 | 1.250000 | 3.867925 | 0.0 | 0.0 | 0.0 | 0.00 | 20.0 |
| FunctionalDataProperty | 20 | 1.154762 | 3.854255 | 0.0 | 0.0 | 0.0 | 0.00 | 26.0 |
| InverseFunctionalObjectProperty | 18 | 0.726190 | 2.164061 | 0.0 | 0.0 | 0.0 | 0.00 | 12.0 |
| ObjectPropertyAssertion | 17 | 266.952381 | 1435.094203 | 0.0 | 0.0 | 0.0 | 0.00 | 10267.0 |
| SymmetricObjectProperty | 15 | 1.761905 | 5.772012 | 0.0 | 0.0 | 0.0 | 0.00 | 35.0 |
| DataPropertyAssertion | 14 | 91.392857 | 449.120131 | 0.0 | 0.0 | 0.0 | 0.00 | 3617.0 |
| SubPropertyChainOf | 14 | 2.869048 | 14.751581 | 0.0 | 0.0 | 0.0 | 0.00 | 120.0 |
| IrrefexiveObjectProperty | 13 | 1.130952 | 3.959980 | 0.0 | 0.0 | 0.0 | 0.00 | 22.0 |
| AsymmetricObjectProperty | 10 | 0.976190 | 3.481366 | 0.0 | 0.0 | 0.0 | 0.00 | 16.0 |
| DisjointUnion | 9 | 4.285714 | 17.976270 | 0.0 | 0.0 | 0.0 | 0.00 | 116.0 |
| EquivalentObjectProperties | 8 | 0.797619 | 4.129762 | 0.0 | 0.0 | 0.0 | 0.00 | 36.0 |
| AnnotationPropertyDomain | 8 | 0.214286 | 0.892694 | 0.0 | 0.0 | 0.0 | 0.00 | 6.0 |
| DisjointObjectProperties | 6 | 0.226190 | 1.010203 | 0.0 | 0.0 | 0.0 | 0.00 | 7.0 |
| ReflexiveObjectProperty | 6 | 0.107143 | 0.439547 | 0.0 | 0.0 | 0.0 | 0.00 | 3.0 |
| DifferentIndividuals | 5 | 0.380952 | 2.745883 | 0.0 | 0.0 | 0.0 | 0.00 | 25.0 |
| Rule | 5 | 0.559524 | 3.062998 | 0.0 | 0.0 | 0.0 | 0.00 | 25.0 |
| SameIndividual | 2 | 1.607143 | 12.985643 | 0.0 | 0.0 | 0.0 | 0.00 | 118.0 |
| EquivalentDataProperties | 1 | 0.059524 | 0.545545 | 0.0 | 0.0 | 0.0 | 0.00 | 5.0 |
| DisjointDataProperties | 1 | 0.023810 | 0.218218 | 0.0 | 0.0 | 0.0 | 0.00 | 2.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 67 | 2599.178571 | 9332.541819 | 0.0 | 22.25 | 270.0 | 1694.00 | 78469.0 |
| ObjectUnionOf | 41 | 9.571429 | 18.905781 | 0.0 | 0.00 | 0.0 | 9.75 | 88.0 |
| ObjectAllValuesFrom | 36 | 19.047619 | 51.646599 | 0.0 | 0.00 | 0.0 | 15.25 | 400.0 |
| ObjectSomeValuesFrom | 35 | 262.238095 | 1815.596152 | 0.0 | 0.00 | 0.0 | 28.50 | 16614.0 |
| ObjectIntersectionOf | 31 | 95.869048 | 679.567523 | 0.0 | 0.00 | 0.0 | 10.75 | 6217.0 |
| ObjectExactCardinality | 27 | 4.416667 | 15.182590 | 0.0 | 0.00 | 0.0 | 1.25 | 115.0 |
| DataExactCardinality | 22 | 1.904762 | 4.126374 | 0.0 | 0.00 | 0.0 | 1.00 | 18.0 |
| DataSomeValuesFrom | 14 | 1.488095 | 4.885420 | 0.0 | 0.00 | 0.0 | 0.00 | 33.0 |
| ObjectComplementOf | 13 | 3.285714 | 19.900700 | 0.0 | 0.00 | 0.0 | 0.00 | 179.0 |
| ObjectMinCardinality | 13 | 1.083333 | 3.433388 | 0.0 | 0.00 | 0.0 | 0.00 | 19.0 |
| DataAllValuesFrom | 12 | 0.464286 | 1.484429 | 0.0 | 0.00 | 0.0 | 0.00 | 9.0 |
| DataHasValue | 12 | 16.630952 | 62.522435 | 0.0 | 0.00 | 0.0 | 0.00 | 494.0 |
| ObjectMaxCardinality | 11 | 10.892857 | 97.519478 | 0.0 | 0.00 | 0.0 | 0.00 | 894.0 |
| ObjectOneOf | 9 | 5.595238 | 34.894029 | 0.0 | 0.00 | 0.0 | 0.00 | 272.0 |
| ObjectHasValue | 9 | 6.940476 | 33.612373 | 0.0 | 0.00 | 0.0 | 0.00 | 211.0 |
| DataMinCardinality | 5 | 0.059524 | 0.238024 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| DataMaxCardinality | 5 | 0.488095 | 2.417277 | 0.0 | 0.00 | 0.0 | 0.00 | 17.0 |
| ObjectHasSelf | 1 | 0.011905 | 0.109109 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 42 | OBO | 0.322 | 0.549 | 0.095 |
| 57 | PROVO | 0.305 | 0.504 | 0.107 |
| 25 | FOAF | 0.291 | 0.333 | 0.250 |
| 27 | IAO | 0.289 | 0.578 | 0.000 |
| 54 | PMDCO | 0.275 | 0.549 | 0.000 |
| 77 | nfdicore | 0.275 | 0.549 | 0.000 |
| 2 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 15 | EMMO | 0.252 | 0.504 | 0.000 |
| 4 | CCO | 0.252 | 0.504 | 0.000 |
| 20 | EMMO_crystallography | 0.252 | 0.504 | 0.000 |
| 3 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 19 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 21 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 62 | SEMMD | 0.252 | 0.504 | 0.000 |
| 18 | EMMO_Datamodel | 0.252 | 0.504 | 0.000 |
| 61 | SAREF | 0.241 | 0.482 | 0.000 |
| 71 | m4i | 0.241 | 0.482 | 0.000 |
| 30 | MAMBO | 0.234 | 0.467 | 0.000 |
| 0 | AMONTOLOGY | 0.234 | 0.467 | 0.000 |
| 64 | SO | 0.234 | 0.467 | 0.000 |
| 65 | SP | 0.234 | 0.467 | 0.000 |
| 39 | NPO | 0.234 | 0.467 | 0.000 |
| 12 | DEB | 0.234 | 0.467 | 0.000 |
| 67 | UO | 0.234 | 0.467 | 0.000 |
| 31 | MDO | 0.234 | 0.467 | 0.000 |
| 13 | DISO | 0.222 | 0.444 | 0.000 |
| 75 | mvc | 0.222 | 0.444 | 0.000 |
| 41 | OA | 0.222 | 0.444 | 0.000 |
| 38 | MaterialsMine | 0.222 | 0.444 | 0.000 |
| 49 | OM | 0.222 | 0.444 | 0.000 |
| 37 | MatOnto | 0.222 | 0.444 | 0.000 |
| 35 | MSEO | 0.222 | 0.444 | 0.000 |
| 40 | NanoMine | 0.222 | 0.444 | 0.000 |
| 72 | mat | 0.222 | 0.444 | 0.000 |
| 9 | CIF-core | 0.222 | 0.444 | 0.000 |
| 82 | tribAIn | 0.219 | 0.438 | 0.000 |
| 29 | LPBFO | 0.219 | 0.438 | 0.000 |
| 34 | MOL_TENSILE | 0.219 | 0.438 | 0.000 |
| 28 | LDO | 0.200 | 0.400 | 0.000 |
| 80 | periodictable | 0.200 | 0.400 | 0.000 |
| 68 | WILD | 0.200 | 0.400 | 0.000 |
| 53 | PLDO | 0.200 | 0.400 | 0.000 |
| 51 | P-Plan | 0.200 | 0.400 | 0.000 |
| 1 | ASMO | 0.200 | 0.400 | 0.000 |
| 55 | PODO | 0.200 | 0.400 | 0.000 |
| 76 | mwo | 0.200 | 0.400 | 0.000 |
| 14 | DSIM | 0.200 | 0.400 | 0.000 |
| 24 | EXPO | 0.200 | 0.400 | 0.000 |
| 10 | CMSO | 0.200 | 0.400 | 0.000 |
| 7 | CHEMINF | 0.200 | 0.400 | 0.000 |
| 5 | CDCO | 0.200 | 0.400 | 0.000 |
| 66 | SSN | 0.189 | 0.378 | 0.000 |
| 36 | MSLE | 0.189 | 0.378 | 0.000 |
| 63 | SKOS_MDO | 0.189 | 0.378 | 0.000 |
| 50 | OSMO | 0.189 | 0.378 | 0.000 |
| 56 | PRIMA | 0.189 | 0.378 | 0.000 |
| 73 | matinfo | 0.167 | 0.333 | 0.000 |
| 11 | CSO | 0.167 | 0.333 | 0.000 |
| 60 | QUDV | 0.167 | 0.333 | 0.000 |
| 78 | ontorule | 0.155 | 0.311 | 0.000 |
| 81 | ssos | 0.155 | 0.311 | 0.000 |
| 33 | MOL_BRINELL | 0.155 | 0.311 | 0.000 |
| 32 | MDS | 0.155 | 0.311 | 0.000 |
| 69 | bmo | 0.155 | 0.311 | 0.000 |
| 43 | OEO | 0.000 | 0.000 | 0.000 |
| 70 | enanomapper | 0.000 | 0.000 | 0.000 |
| 52 | PATO | 0.000 | 0.000 | 0.095 |
| 8 | CHMO | 0.000 | 0.000 | 0.048 |
| 83 | vimmp | 0.000 | 0.000 | 0.000 |
| 59 | QUDT | 0.000 | 0.000 | 0.000 |
| 17 | EMMO_BattINFO | 0.000 | 0.000 | 0.000 |
| 16 | EMMO_BVC | 0.000 | 0.000 | 0.000 |
| 22 | EMMO_mechanical_testing | 0.000 | 0.000 | 0.000 |
| 23 | EMMO_microstructure | 0.000 | 0.000 | 0.000 |
| 47 | OIEmodels | 0.000 | 0.000 | 0.000 |
| 74 | metal-alloy | 0.000 | 0.000 | 0.000 |
| 26 | GPO | 0.000 | 0.000 | 0.000 |
| 6 | CHAMEO | 0.000 | 0.000 | 0.000 |
| 44 | OIEcharacterisation-methods | 0.000 | 0.000 | 0.000 |
| 79 | opmw | 0.000 | 0.000 | 0.000 |
| 45 | OIEmanufacturing | 0.000 | 0.000 | 0.000 |
| 46 | OIEmaterials | 0.000 | 0.000 | 0.000 |
| 58 | Photovoltaics | 0.000 | 0.000 | 0.000 |
| 48 | OIEsoftware | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 84.0 | 0.167583 | 0.099514 | 0.0 | 0.155 | 0.2 | 0.234 | 0.322 |
| score_dash | 84.0 | 0.329714 | 0.194023 | 0.0 | 0.311 | 0.4 | 0.467 | 0.578 |
| score_impact | 84.0 | 0.007083 | 0.032945 | 0.0 | 0.000 | 0.0 | 0.000 | 0.250 |